Dataset statistics
| Number of variables | 14 |
|---|---|
| Number of observations | 2147 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 1 |
| Duplicate rows (%) | < 0.1% |
| Total size in memory | 398.4 KiB |
| Average record size in memory | 190.0 B |
Variable types
| NUM | 13 |
|---|---|
| CAT | 1 |
Reproduction
| Analysis started | 2020-05-02 15:04:41.019012 |
|---|---|
| Analysis finished | 2020-05-02 15:05:18.687668 |
| Version | pandas-profiling v2.5.0 |
| Command line | pandas_profiling --config_file config.yaml [YOUR_FILE.csv] |
| Download configuration | config.yaml |
| Dataset has 1 (< 0.1%) duplicate rows | Duplicates |
mode has 57 (2.7%) zeros | Zeros |
meanfreq
Real number (ℝ≥0)
| Distinct count | 2146 |
|---|---|
| Unique (%) | > 99.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.1870594791 |
|---|---|
| Minimum | 0.1125746087 |
| Maximum | 0.2511237587 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 16.9 KiB |
Quantile statistics
| Minimum | 0.1125746087 |
|---|---|
| 5-th percentile | 0.1399722295 |
| Q1 | 0.1748685002 |
| median | 0.1886386787 |
| Q3 | 0.2011942643 |
| 95-th percentile | 0.2305188825 |
| Maximum | 0.2511237587 |
| Range | 0.13854915 |
| Interquartile range (IQR) | 0.02632576411 |
Descriptive statistics
| Standard deviation | 0.0249000491 |
|---|---|
| Coefficient of variation (CV) | 0.1331130036 |
| Kurtosis | 0.1658105411 |
| Mean | 0.1870594791 |
| Median Absolute Deviation (MAD) | 0.0188486892 |
| Skewness | -0.3028387724 |
| Sum | 401.6167016 |
| Variance | 0.0006200124454 |
| Value | Count | Frequency (%) | |
| 0.2137323717 | 2 | 0.1% | |
| 0.2289027479 | 1 | < 0.1% | |
| 0.1410780758 | 1 | < 0.1% | |
| 0.1919592257 | 1 | < 0.1% | |
| 0.2120307575 | 1 | < 0.1% | |
| 0.2137375189 | 1 | < 0.1% | |
| 0.2038652175 | 1 | < 0.1% | |
| 0.1863085001 | 1 | < 0.1% | |
| 0.1763834864 | 1 | < 0.1% | |
| 0.1665615201 | 1 | < 0.1% | |
| Other values (2136) | 2136 | 99.5% |
| Value | Count | Frequency (%) | |
| 0.1125746087 | 1 | < 0.1% | |
| 0.112687253 | 1 | < 0.1% | |
| 0.1137637158 | 1 | < 0.1% | |
| 0.1139983213 | 1 | < 0.1% | |
| 0.1173230883 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 0.2511237587 | 1 | < 0.1% | |
| 0.2470406841 | 1 | < 0.1% | |
| 0.2443564469 | 1 | < 0.1% | |
| 0.2432721416 | 1 | < 0.1% | |
| 0.2432663032 | 1 | < 0.1% |
sd
Real number (ℝ≥0)
| Distinct count | 2146 |
|---|---|
| Unique (%) | > 99.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.05530093694 |
|---|---|
| Minimum | 0.02178199064 |
| Maximum | 0.09579842628 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 16.9 KiB |
Quantile statistics
| Minimum | 0.02178199064 |
|---|---|
| 5-th percentile | 0.03180802534 |
| Q1 | 0.04082656847 |
| median | 0.05831198978 |
| Q3 | 0.06350557289 |
| 95-th percentile | 0.08266786103 |
| Maximum | 0.09579842628 |
| Range | 0.07401643564 |
| Interquartile range (IQR) | 0.02267900441 |
Descriptive statistics
| Standard deviation | 0.015375466 |
|---|---|
| Coefficient of variation (CV) | 0.2780326492 |
| Kurtosis | -0.6619897957 |
| Mean | 0.05530093694 |
| Median Absolute Deviation (MAD) | 0.01259476389 |
| Skewness | 0.08051377599 |
| Sum | 118.7311116 |
| Variance | 0.0002364049548 |
| Value | Count | Frequency (%) | |
| 0.05770473882 | 2 | 0.1% | |
| 0.06212247431 | 1 | < 0.1% | |
| 0.05804067186 | 1 | < 0.1% | |
| 0.04080598623 | 1 | < 0.1% | |
| 0.04357460227 | 1 | < 0.1% | |
| 0.06248637126 | 1 | < 0.1% | |
| 0.06089676665 | 1 | < 0.1% | |
| 0.07472792323 | 1 | < 0.1% | |
| 0.05512079056 | 1 | < 0.1% | |
| 0.06745093931 | 1 | < 0.1% | |
| Other values (2136) | 2136 | 99.5% |
| Value | Count | Frequency (%) | |
| 0.02178199064 | 1 | < 0.1% | |
| 0.02506826557 | 1 | < 0.1% | |
| 0.02550020574 | 1 | < 0.1% | |
| 0.02551958613 | 1 | < 0.1% | |
| 0.0259730293 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 0.09579842628 | 1 | < 0.1% | |
| 0.09563517323 | 1 | < 0.1% | |
| 0.09492076645 | 1 | < 0.1% | |
| 0.09289041687 | 1 | < 0.1% | |
| 0.09288353691 | 1 | < 0.1% |
Q75
Real number (ℝ≥0)
| Distinct count | 2069 |
|---|---|
| Unique (%) | 96.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.2296628411 |
|---|---|
| Minimum | 0.1631165118 |
| Maximum | 0.2734693878 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 16.9 KiB |
Quantile statistics
| Minimum | 0.1631165118 |
|---|---|
| 5-th percentile | 0.1966532536 |
| Q1 | 0.2139680316 |
| median | 0.2305333333 |
| Q3 | 0.2465191018 |
| 95-th percentile | 0.2583990519 |
| Maximum | 0.2734693878 |
| Range | 0.110352876 |
| Interquartile range (IQR) | 0.03255107016 |
Descriptive statistics
| Standard deviation | 0.02017126131 |
|---|---|
| Coefficient of variation (CV) | 0.08782988669 |
| Kurtosis | -0.6927704264 |
| Mean | 0.2296628411 |
| Median Absolute Deviation (MAD) | 0.01710888942 |
| Skewness | -0.2743823662 |
| Sum | 493.0861199 |
| Variance | 0.0004068797829 |
| Value | Count | Frequency (%) | |
| 0.2333333333 | 4 | 0.2% | |
| 0.2413793103 | 4 | 0.2% | |
| 0.245 | 4 | 0.2% | |
| 0.2418181818 | 3 | 0.1% | |
| 0.2549253731 | 3 | 0.1% | |
| 0.224 | 3 | 0.1% | |
| 0.2499570815 | 2 | 0.1% | |
| 0.2385514612 | 2 | 0.1% | |
| 0.2077659574 | 2 | 0.1% | |
| 0.2140622372 | 2 | 0.1% | |
| Other values (2059) | 2118 | 98.6% |
| Value | Count | Frequency (%) | |
| 0.1631165118 | 1 | < 0.1% | |
| 0.1657439896 | 1 | < 0.1% | |
| 0.1681334392 | 1 | < 0.1% | |
| 0.1693767867 | 1 | < 0.1% | |
| 0.1694839609 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 0.2734693878 | 1 | < 0.1% | |
| 0.2698517298 | 1 | < 0.1% | |
| 0.2689373297 | 1 | < 0.1% | |
| 0.2689240506 | 1 | < 0.1% | |
| 0.2687919943 | 1 | < 0.1% |
skew
Real number (ℝ≥0)
| Distinct count | 2146 |
|---|---|
| Unique (%) | > 99.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.073514085 |
|---|---|
| Minimum | 0.2850202853 |
| Maximum | 4.316058818 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 16.9 KiB |
Quantile statistics
| Minimum | 0.2850202853 |
|---|---|
| 5-th percentile | 1.090451625 |
| Q1 | 1.55429069 |
| median | 2.00091713 |
| Q3 | 2.531818639 |
| 95-th percentile | 3.347653841 |
| Maximum | 4.316058818 |
| Range | 4.031038532 |
| Interquartile range (IQR) | 0.9775279492 |
Descriptive statistics
| Standard deviation | 0.6895606485 |
|---|---|
| Coefficient of variation (CV) | 0.3325565298 |
| Kurtosis | -0.2283313113 |
| Mean | 2.073514085 |
| Median Absolute Deviation (MAD) | 0.5601325066 |
| Skewness | 0.4661334878 |
| Sum | 4451.834741 |
| Variance | 0.475493888 |
| Value | Count | Frequency (%) | |
| 2.113598278 | 2 | 0.1% | |
| 2.163847944 | 1 | < 0.1% | |
| 3.058550761 | 1 | < 0.1% | |
| 2.069733704 | 1 | < 0.1% | |
| 3.371422074 | 1 | < 0.1% | |
| 2.068888018 | 1 | < 0.1% | |
| 2.001373324 | 1 | < 0.1% | |
| 4.065658329 | 1 | < 0.1% | |
| 3.896396746 | 1 | < 0.1% | |
| 2.073218316 | 1 | < 0.1% | |
| Other values (2136) | 2136 | 99.5% |
| Value | Count | Frequency (%) | |
| 0.2850202853 | 1 | < 0.1% | |
| 0.5487427053 | 1 | < 0.1% | |
| 0.5897874639 | 1 | < 0.1% | |
| 0.608051472 | 1 | < 0.1% | |
| 0.6083710438 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 4.316058818 | 1 | < 0.1% | |
| 4.281047254 | 1 | < 0.1% | |
| 4.154631288 | 1 | < 0.1% | |
| 4.147547098 | 1 | < 0.1% | |
| 4.112595664 | 1 | < 0.1% |
sp.ent
Real number (ℝ≥0)
| Distinct count | 2146 |
|---|---|
| Unique (%) | > 99.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.896081886 |
|---|---|
| Minimum | 0.7711673323 |
| Maximum | 0.9765329702 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 16.9 KiB |
Quantile statistics
| Minimum | 0.7711673323 |
|---|---|
| 5-th percentile | 0.8203984316 |
| Q1 | 0.8646363488 |
| median | 0.9016863291 |
| Q3 | 0.9266093325 |
| 95-th percentile | 0.9630603704 |
| Maximum | 0.9765329702 |
| Range | 0.2053656379 |
| Interquartile range (IQR) | 0.06197298372 |
Descriptive statistics
| Standard deviation | 0.04259591666 |
|---|---|
| Coefficient of variation (CV) | 0.04753574123 |
| Kurtosis | -0.4938296522 |
| Mean | 0.896081886 |
| Median Absolute Deviation (MAD) | 0.03501713152 |
| Skewness | -0.3637771111 |
| Sum | 1923.887809 |
| Variance | 0.001814412116 |
| Value | Count | Frequency (%) | |
| 0.8597123484 | 2 | 0.1% | |
| 0.8960124174 | 1 | < 0.1% | |
| 0.9437210184 | 1 | < 0.1% | |
| 0.9257820649 | 1 | < 0.1% | |
| 0.8549195159 | 1 | < 0.1% | |
| 0.7900474456 | 1 | < 0.1% | |
| 0.8502610037 | 1 | < 0.1% | |
| 0.9162869554 | 1 | < 0.1% | |
| 0.8504492364 | 1 | < 0.1% | |
| 0.8762574598 | 1 | < 0.1% | |
| Other values (2136) | 2136 | 99.5% |
| Value | Count | Frequency (%) | |
| 0.7711673323 | 1 | < 0.1% | |
| 0.7713014082 | 1 | < 0.1% | |
| 0.7718593829 | 1 | < 0.1% | |
| 0.7727412762 | 1 | < 0.1% | |
| 0.7738310166 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 0.9765329702 | 1 | < 0.1% | |
| 0.9764626195 | 1 | < 0.1% | |
| 0.976355461 | 1 | < 0.1% | |
| 0.9758139234 | 1 | < 0.1% | |
| 0.9753869363 | 1 | < 0.1% |
| Distinct count | 2045 |
|---|---|
| Unique (%) | 95.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.1847511453 |
|---|---|
| Minimum | 0 |
| Maximum | 0.28 |
| Zeros | 57 |
| Zeros (%) | 2.7% |
| Memory size | 16.9 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.04999161777 |
| Q1 | 0.1598844002 |
| median | 0.1969686985 |
| Q3 | 0.2300726819 |
| 95-th percentile | 0.2650716534 |
| Maximum | 0.28 |
| Range | 0.28 |
| Interquartile range (IQR) | 0.07018828171 |
Descriptive statistics
| Standard deviation | 0.06386627131 |
|---|---|
| Coefficient of variation (CV) | 0.3456880941 |
| Kurtosis | 1.036461832 |
| Mean | 0.1847511453 |
| Median Absolute Deviation (MAD) | 0.04832893441 |
| Skewness | -1.115941192 |
| Sum | 396.660709 |
| Variance | 0.004078900612 |
| Value | Count | Frequency (%) | |
| 0 | 57 | 2.7% | |
| 0.28 | 9 | 0.4% | |
| 0.1866666667 | 5 | 0.2% | |
| 0.05013333333 | 3 | 0.1% | |
| 0.245 | 3 | 0.1% | |
| 0.239762963 | 2 | 0.1% | |
| 0.1938461538 | 2 | 0.1% | |
| 0.04999161777 | 2 | 0.1% | |
| 0.210097629 | 2 | 0.1% | |
| 0.1082411436 | 2 | 0.1% | |
| Other values (2035) | 2060 | 95.9% |
| Value | Count | Frequency (%) | |
| 0 | 57 | 2.7% | |
| 0.003056133056 | 1 | < 0.1% | |
| 0.004603288063 | 1 | < 0.1% | |
| 0.004875621891 | 1 | < 0.1% | |
| 0.005390898483 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 0.28 | 9 | 0.4% | |
| 0.2797033898 | 1 | < 0.1% | |
| 0.2795851852 | 1 | < 0.1% | |
| 0.2795229983 | 1 | < 0.1% | |
| 0.2791181102 | 1 | < 0.1% |
meanfun
Real number (ℝ≥0)
| Distinct count | 2146 |
|---|---|
| Unique (%) | > 99.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.1453491138 |
|---|---|
| Minimum | 0.07116814457 |
| Maximum | 0.2257554714 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 16.9 KiB |
Quantile statistics
| Minimum | 0.07116814457 |
|---|---|
| 5-th percentile | 0.1017074817 |
| Q1 | 0.1227695399 |
| median | 0.1414446349 |
| Q3 | 0.1698690581 |
| 95-th percentile | 0.1915817037 |
| Maximum | 0.2257554714 |
| Range | 0.1545873269 |
| Interquartile range (IQR) | 0.04709951823 |
Descriptive statistics
| Standard deviation | 0.02891874278 |
|---|---|
| Coefficient of variation (CV) | 0.1989605717 |
| Kurtosis | -0.9345505894 |
| Mean | 0.1453491138 |
| Median Absolute Deviation (MAD) | 0.02516219264 |
| Skewness | 0.1100841701 |
| Sum | 312.0645474 |
| Variance | 0.0008362936841 |
| Value | Count | Frequency (%) | |
| 0.1336673026 | 2 | 0.1% | |
| 0.1650750785 | 1 | < 0.1% | |
| 0.1571508312 | 1 | < 0.1% | |
| 0.1682575029 | 1 | < 0.1% | |
| 0.1727898711 | 1 | < 0.1% | |
| 0.1013949163 | 1 | < 0.1% | |
| 0.1137630326 | 1 | < 0.1% | |
| 0.1418104062 | 1 | < 0.1% | |
| 0.1341726856 | 1 | < 0.1% | |
| 0.1749417791 | 1 | < 0.1% | |
| Other values (2136) | 2136 | 99.5% |
| Value | Count | Frequency (%) | |
| 0.07116814457 | 1 | < 0.1% | |
| 0.07173922044 | 1 | < 0.1% | |
| 0.07877827652 | 1 | < 0.1% | |
| 0.08045982686 | 1 | < 0.1% | |
| 0.08061413048 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 0.2257554714 | 1 | < 0.1% | |
| 0.2165806582 | 1 | < 0.1% | |
| 0.2162084628 | 1 | < 0.1% | |
| 0.2137212584 | 1 | < 0.1% | |
| 0.2130654584 | 1 | < 0.1% |
minfun
Real number (ℝ≥0)
| Distinct count | 621 |
|---|---|
| Unique (%) | 28.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.03834713862 |
|---|---|
| Minimum | 0.009775171065 |
| Maximum | 0.09142857143 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 16.9 KiB |
Quantile statistics
| Minimum | 0.009775171065 |
|---|---|
| 5-th percentile | 0.01597284951 |
| Q1 | 0.02043436065 |
| median | 0.04710500491 |
| Q3 | 0.04809619238 |
| 95-th percentile | 0.05206073753 |
| Maximum | 0.09142857143 |
| Range | 0.08165340036 |
| Interquartile range (IQR) | 0.02766183173 |
Descriptive statistics
| Standard deviation | 0.01468286113 |
|---|---|
| Coefficient of variation (CV) | 0.3828932656 |
| Kurtosis | -0.9042928865 |
| Mean | 0.03834713862 |
| Median Absolute Deviation (MAD) | 0.01328316812 |
| Skewness | -0.3633667957 |
| Sum | 82.33130661 |
| Variance | 0.0002155864109 |
| Value | Count | Frequency (%) | |
| 0.04692082111 | 59 | 2.7% | |
| 0.04710500491 | 51 | 2.4% | |
| 0.0469667319 | 47 | 2.2% | |
| 0.04701273262 | 46 | 2.1% | |
| 0.04705882353 | 42 | 2.0% | |
| 0.0473840079 | 39 | 1.8% | |
| 0.04715127701 | 37 | 1.7% | |
| 0.04729064039 | 35 | 1.6% | |
| 0.04719764012 | 32 | 1.5% | |
| 0.04743083004 | 29 | 1.4% | |
| Other values (611) | 1730 | 80.6% |
| Value | Count | Frequency (%) | |
| 0.009775171065 | 1 | < 0.1% | |
| 0.009900990099 | 1 | < 0.1% | |
| 0.01107419712 | 1 | < 0.1% | |
| 0.01302083333 | 1 | < 0.1% | |
| 0.01481481481 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 0.09142857143 | 1 | < 0.1% | |
| 0.09039548023 | 1 | < 0.1% | |
| 0.08556149733 | 1 | < 0.1% | |
| 0.08474576271 | 1 | < 0.1% | |
| 0.08376963351 | 1 | < 0.1% |
maxfun
Real number (ℝ≥0)
| Distinct count | 44 |
|---|---|
| Unique (%) | 2.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.2686778589 |
|---|---|
| Minimum | 0.2191780822 |
| Maximum | 0.2791139241 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 16.9 KiB |
Quantile statistics
| Minimum | 0.2191780822 |
|---|---|
| 5-th percentile | 0.233378933 |
| Q1 | 0.2666666667 |
| median | 0.275862069 |
| Q3 | 0.2774566474 |
| 95-th percentile | 0.2790697674 |
| Maximum | 0.2791139241 |
| Range | 0.05993584186 |
| Interquartile range (IQR) | 0.01078998073 |
Descriptive statistics
| Standard deviation | 0.01417242086 |
|---|---|
| Coefficient of variation (CV) | 0.0527487487 |
| Kurtosis | 2.20030684 |
| Mean | 0.2686778589 |
| Median Absolute Deviation (MAD) | 0.01069240507 |
| Skewness | -1.741719291 |
| Sum | 576.851363 |
| Variance | 0.000200857513 |
| Value | Count | Frequency (%) | |
| 0.2790697674 | 477 | 22.2% | |
| 0.275862069 | 349 | 16.3% | |
| 0.2774566474 | 295 | 13.7% | |
| 0.2711864407 | 160 | 7.5% | |
| 0.2666666667 | 106 | 4.9% | |
| 0.2742857143 | 100 | 4.7% | |
| 0.262295082 | 90 | 4.2% | |
| 0.25 | 63 | 2.9% | |
| 0.2727272727 | 49 | 2.3% | |
| 0.2580645161 | 47 | 2.2% | |
| Other values (34) | 411 | 19.1% |
| Value | Count | Frequency (%) | |
| 0.2191780822 | 16 | 0.7% | |
| 0.2222222222 | 15 | 0.7% | |
| 0.2253521127 | 11 | 0.5% | |
| 0.2272727273 | 2 | 0.1% | |
| 0.2285714286 | 28 | 1.3% |
| Value | Count | Frequency (%) | |
| 0.2791139241 | 6 | 0.3% | |
| 0.2790697674 | 477 | 22.2% | |
| 0.2777777778 | 15 | 0.7% | |
| 0.2774566474 | 295 | 13.7% | |
| 0.2773584906 | 2 | 0.1% |
meandom
Real number (ℝ≥0)
| Distinct count | 2083 |
|---|---|
| Unique (%) | 97.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.9199502507 |
|---|---|
| Minimum | 0.05684840426 |
| Maximum | 2.284943182 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 16.9 KiB |
Quantile statistics
| Minimum | 0.05684840426 |
|---|---|
| 5-th percentile | 0.1989071801 |
| Q1 | 0.56640625 |
| median | 0.8884943182 |
| Q3 | 1.236617647 |
| 95-th percentile | 1.787269176 |
| Maximum | 2.284943182 |
| Range | 2.228094778 |
| Interquartile range (IQR) | 0.6702113971 |
Descriptive statistics
| Standard deviation | 0.4716556733 |
|---|---|
| Coefficient of variation (CV) | 0.5126969344 |
| Kurtosis | -0.4282040493 |
| Mean | 0.9199502507 |
| Median Absolute Deviation (MAD) | 0.3856923876 |
| Skewness | 0.3677127073 |
| Sum | 1975.133188 |
| Variance | 0.2224590741 |
| Value | Count | Frequency (%) | |
| 0.71875 | 4 | 0.2% | |
| 1.0078125 | 3 | 0.1% | |
| 1.372395833 | 3 | 0.1% | |
| 0.861328125 | 2 | 0.1% | |
| 0.673828125 | 2 | 0.1% | |
| 1.11328125 | 2 | 0.1% | |
| 0.7901785714 | 2 | 0.1% | |
| 0.7265625 | 2 | 0.1% | |
| 0.18359375 | 2 | 0.1% | |
| 1.044270833 | 2 | 0.1% | |
| Other values (2073) | 2123 | 98.9% |
| Value | Count | Frequency (%) | |
| 0.05684840426 | 1 | < 0.1% | |
| 0.06527217742 | 1 | < 0.1% | |
| 0.06883445946 | 1 | < 0.1% | |
| 0.07832532051 | 1 | < 0.1% | |
| 0.07861328125 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 2.284943182 | 1 | < 0.1% | |
| 2.27290483 | 1 | < 0.1% | |
| 2.254488032 | 1 | < 0.1% | |
| 2.253038194 | 1 | < 0.1% | |
| 2.228816106 | 1 | < 0.1% |
mindom
Real number (ℝ≥0)
| Distinct count | 39 |
|---|---|
| Unique (%) | 1.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.03610754559 |
|---|---|
| Minimum | 0.0048828125 |
| Maximum | 0.1640625 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 16.9 KiB |
Quantile statistics
| Minimum | 0.0048828125 |
|---|---|
| 5-th percentile | 0.0078125 |
| Q1 | 0.0234375 |
| median | 0.0234375 |
| Q3 | 0.0234375 |
| 95-th percentile | 0.15625 |
| Maximum | 0.1640625 |
| Range | 0.1591796875 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.04089028656 |
|---|---|
| Coefficient of variation (CV) | 1.132458213 |
| Kurtosis | 3.357520245 |
| Mean | 0.03610754559 |
| Median Absolute Deviation (MAD) | 0.02797173695 |
| Skewness | 2.135527143 |
| Sum | 77.52290039 |
| Variance | 0.001672015535 |
| Value | Count | Frequency (%) | |
| 0.0234375 | 1190 | 55.4% | |
| 0.0078125 | 470 | 21.9% | |
| 0.1640625 | 79 | 3.7% | |
| 0.0546875 | 39 | 1.8% | |
| 0.140625 | 31 | 1.4% | |
| 0.15625 | 29 | 1.4% | |
| 0.09375 | 28 | 1.3% | |
| 0.015625 | 28 | 1.3% | |
| 0.0048828125 | 26 | 1.2% | |
| 0.03125 | 23 | 1.1% | |
| Other values (29) | 204 | 9.5% |
| Value | Count | Frequency (%) | |
| 0.0048828125 | 26 | 1.2% | |
| 0.0078125 | 470 | 21.9% | |
| 0.0146484375 | 1 | < 0.1% | |
| 0.015625 | 28 | 1.3% | |
| 0.02153320313 | 9 | 0.4% |
| Value | Count | Frequency (%) | |
| 0.1640625 | 79 | 3.7% | |
| 0.1611328125 | 1 | < 0.1% | |
| 0.15625 | 29 | 1.4% | |
| 0.1484375 | 15 | 0.7% | |
| 0.146484375 | 3 | 0.1% |
maxdom
Real number (ℝ≥0)
| Distinct count | 828 |
|---|---|
| Unique (%) | 38.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 5.718784455 |
|---|---|
| Minimum | 0.1328125 |
| Maximum | 14.3203125 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 16.9 KiB |
Quantile statistics
| Minimum | 0.1328125 |
|---|---|
| 5-th percentile | 0.5703125 |
| Q1 | 3.796875 |
| median | 5.6953125 |
| Q3 | 7.96875 |
| 95-th percentile | 10.4765625 |
| Maximum | 14.3203125 |
| Range | 14.1875 |
| Interquartile range (IQR) | 4.171875 |
Descriptive statistics
| Standard deviation | 2.931069457 |
|---|---|
| Coefficient of variation (CV) | 0.5125336478 |
| Kurtosis | -0.5353127689 |
| Mean | 5.718784455 |
| Median Absolute Deviation (MAD) | 2.366201609 |
| Skewness | -0.005241449305 |
| Sum | 12278.23022 |
| Variance | 8.591168164 |
| Value | Count | Frequency (%) | |
| 5.15625 | 16 | 0.7% | |
| 7 | 15 | 0.7% | |
| 5.390625 | 11 | 0.5% | |
| 12.0234375 | 11 | 0.5% | |
| 6.4453125 | 10 | 0.5% | |
| 5.2734375 | 10 | 0.5% | |
| 4.3828125 | 9 | 0.4% | |
| 8.015625 | 9 | 0.4% | |
| 6.140625 | 9 | 0.4% | |
| 8.90625 | 9 | 0.4% | |
| Other values (818) | 2038 | 94.9% |
| Value | Count | Frequency (%) | |
| 0.1328125 | 1 | < 0.1% | |
| 0.140625 | 1 | < 0.1% | |
| 0.171875 | 1 | < 0.1% | |
| 0.1796875 | 1 | < 0.1% | |
| 0.1953125 | 2 | 0.1% |
| Value | Count | Frequency (%) | |
| 14.3203125 | 1 | < 0.1% | |
| 14.109375 | 2 | 0.1% | |
| 13.265625 | 1 | < 0.1% | |
| 12.75 | 1 | < 0.1% | |
| 12.7265625 | 1 | < 0.1% |
modindx
Real number (ℝ≥0)
| Distinct count | 2140 |
|---|---|
| Unique (%) | 99.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.146303408 |
|---|---|
| Minimum | 0.01988135321 |
| Maximum | 0.3703703704 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 16.9 KiB |
Quantile statistics
| Minimum | 0.01988135321 |
|---|---|
| 5-th percentile | 0.06604905656 |
| Q1 | 0.09789981337 |
| median | 0.1290789474 |
| Q3 | 0.1750854285 |
| 95-th percentile | 0.2929986012 |
| Maximum | 0.3703703704 |
| Range | 0.3504890172 |
| Interquartile range (IQR) | 0.07718561509 |
Descriptive statistics
| Standard deviation | 0.06799654657 |
|---|---|
| Coefficient of variation (CV) | 0.4647639279 |
| Kurtosis | 0.9691658323 |
| Mean | 0.146303408 |
| Median Absolute Deviation (MAD) | 0.05222248852 |
| Skewness | 1.146287076 |
| Sum | 314.113417 |
| Variance | 0.004623530345 |
| Value | Count | Frequency (%) | |
| 0.1722488038 | 2 | 0.1% | |
| 0.1176470588 | 2 | 0.1% | |
| 0.1064935065 | 2 | 0.1% | |
| 0.2290513104 | 2 | 0.1% | |
| 0.06043956044 | 2 | 0.1% | |
| 0.1462053571 | 2 | 0.1% | |
| 0.1075268817 | 2 | 0.1% | |
| 0.1509009009 | 1 | < 0.1% | |
| 0.3150266972 | 1 | < 0.1% | |
| 0.170018622 | 1 | < 0.1% | |
| Other values (2130) | 2130 | 99.2% |
| Value | Count | Frequency (%) | |
| 0.01988135321 | 1 | < 0.1% | |
| 0.02164750958 | 1 | < 0.1% | |
| 0.02248677249 | 1 | < 0.1% | |
| 0.02419512195 | 1 | < 0.1% | |
| 0.02922690132 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 0.3703703704 | 1 | < 0.1% | |
| 0.3692664348 | 1 | < 0.1% | |
| 0.3691883373 | 1 | < 0.1% | |
| 0.3626834382 | 1 | < 0.1% | |
| 0.3609316892 | 1 | < 0.1% |
label
Categorical
| Distinct count | 2 |
|---|---|
| Unique (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 16.9 KiB |
| male | |
|---|---|
| female |
| Value | Count | Frequency (%) | |
| male | 1081 | 50.3% | |
| female | 1066 | 49.7% |
Length
| Max length | 6 |
|---|---|
| Mean length | 4.993013507 |
| Min length | 4 |
| Value | Count | Frequency (%) | |
| Lowercase_Letter | 5 | 100.0% |
| Value | Count | Frequency (%) | |
| Latin | 5 | 100.0% |
| Value | Count | Frequency (%) | |
| ASCII | 5 | 100.0% |
Pearson's r
The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.
Spearman's ρ
The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.
Kendall's τ
Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.
First rows
| meanfreq | sd | Q75 | skew | sp.ent | mode | meanfun | minfun | maxfun | meandom | mindom | maxdom | modindx | label | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 0.151228 | 0.072111 | 0.207955 | 1.232831 | 0.963322 | 0.083878 | 0.088965 | 0.017798 | 0.250000 | 0.201497 | 0.007812 | 0.562500 | 0.247119 | male |
| 1 | 0.135120 | 0.079146 | 0.206045 | 1.101174 | 0.971955 | 0.104261 | 0.106398 | 0.016931 | 0.266667 | 0.712812 | 0.007812 | 5.484375 | 0.208274 | male |
| 2 | 0.132786 | 0.079557 | 0.209592 | 1.932562 | 0.963181 | 0.112555 | 0.110132 | 0.017112 | 0.253968 | 0.298222 | 0.007812 | 2.726562 | 0.125160 | male |
| 3 | 0.150762 | 0.074463 | 0.205718 | 1.530643 | 0.967573 | 0.086197 | 0.105945 | 0.026230 | 0.266667 | 0.479620 | 0.007812 | 5.312500 | 0.123992 | male |
| 4 | 0.142239 | 0.078018 | 0.208587 | 1.099746 | 0.970723 | 0.219103 | 0.096729 | 0.017957 | 0.250000 | 0.336476 | 0.007812 | 2.164062 | 0.148272 | male |
| 5 | 0.134329 | 0.080350 | 0.201957 | 1.190368 | 0.975246 | 0.011699 | 0.105881 | 0.019300 | 0.262295 | 0.340365 | 0.015625 | 4.695312 | 0.089920 | male |
| 6 | 0.138551 | 0.077054 | 0.202739 | 1.626770 | 0.966004 | 0.012101 | 0.104199 | 0.019139 | 0.262295 | 0.246094 | 0.007812 | 2.718750 | 0.132351 | male |
| 7 | 0.190846 | 0.065790 | 0.244357 | 1.562304 | 0.938546 | 0.050129 | 0.113323 | 0.017544 | 0.275862 | 1.434115 | 0.007812 | 6.320312 | 0.254780 | male |
| 8 | 0.168346 | 0.074121 | 0.239824 | 2.704335 | 0.934523 | 0.060033 | 0.083484 | 0.015717 | 0.231884 | 0.146563 | 0.007812 | 3.125000 | 0.059537 | male |
| 9 | 0.181015 | 0.074369 | 0.254175 | 2.587325 | 0.915284 | 0.059957 | 0.098643 | 0.016145 | 0.275862 | 0.209844 | 0.007812 | 3.695312 | 0.059940 | male |
Last rows
| meanfreq | sd | Q75 | skew | sp.ent | mode | meanfun | minfun | maxfun | meandom | mindom | maxdom | modindx | label | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 2137 | 0.178573 | 0.046679 | 0.204601 | 3.066668 | 0.891448 | 0.153032 | 0.155380 | 0.025478 | 0.253968 | 0.637921 | 0.148438 | 6.148438 | 0.101291 | female |
| 2138 | 0.201806 | 0.036057 | 0.227872 | 1.585353 | 0.884731 | 0.176117 | 0.191704 | 0.032720 | 0.275862 | 0.593750 | 0.007812 | 5.921875 | 0.124383 | female |
| 2139 | 0.183667 | 0.040607 | 0.207646 | 2.054138 | 0.898138 | 0.177040 | 0.149237 | 0.018648 | 0.262295 | 0.550312 | 0.007812 | 3.421875 | 0.166503 | female |
| 2140 | 0.168794 | 0.085842 | 0.240229 | 1.462248 | 0.956201 | 0.184442 | 0.182863 | 0.020699 | 0.271186 | 0.988281 | 0.007812 | 5.882812 | 0.268617 | female |
| 2141 | 0.151771 | 0.089147 | 0.230199 | 1.227710 | 0.962045 | 0.230547 | 0.201600 | 0.023426 | 0.266667 | 0.766741 | 0.007812 | 4.007812 | 0.192220 | female |
| 2142 | 0.146023 | 0.092525 | 0.224337 | 1.384981 | 0.948999 | 0.215482 | 0.195640 | 0.039506 | 0.275862 | 0.533854 | 0.007812 | 2.992188 | 0.258924 | female |
| 2143 | 0.131884 | 0.084734 | 0.201144 | 1.762129 | 0.962934 | 0.200836 | 0.182790 | 0.083770 | 0.262295 | 0.832899 | 0.007812 | 4.210938 | 0.161929 | female |
| 2144 | 0.142056 | 0.095798 | 0.224360 | 1.876502 | 0.946854 | 0.008006 | 0.209918 | 0.039506 | 0.275862 | 0.494271 | 0.007812 | 2.937500 | 0.194759 | female |
| 2145 | 0.143659 | 0.090628 | 0.219943 | 1.591065 | 0.950436 | 0.212202 | 0.172375 | 0.034483 | 0.250000 | 0.791360 | 0.007812 | 3.593750 | 0.311002 | female |
| 2146 | 0.165509 | 0.092884 | 0.250827 | 1.705029 | 0.938829 | 0.267702 | 0.185607 | 0.062257 | 0.271186 | 0.227022 | 0.007812 | 0.554688 | 0.350000 | female |